| Dashboard components, Shadow DOM, i18n, accessibility, frontend bugs | ui-builder |
| FastAPI endpoints, Python services, LLM routing, memory, Telegram bot, crews backend | backend |
| Crew YAML, Z persona, prompt engineering, Semantic Priming, agent-rules.md | ai-engineer |
| CSS tokens, HSLA design system, style modules, DESIGN.md, theming | design-engineer |
| Planka boards, lists, cards, ACTION tags, shopping list, operator board | boards |
| Performance, Lighthouse, bundle size, Qdrant tuning, LLM latency | perf |
| Tests, QA, security tests, a11y, i18n coverage, ruff, mypy, static analysis | qa |
| Docker Compose, Traefik, DNS, firewall, sync.sh, config.py, VPS deployment | infra |
| Secrets hygiene, OWASP, prompt injection, firewall posture, bandit | security |
| Runtime errors, container logs, health endpoints, LLM diagnostics | debugger |
| Complex multi-domain orchestration with integration checks | conductor |
| Dead code, orphaned keys, dependency audit, .example parity | repo |
| Licensing, pricing, positioning, business strategy | commercial |
| Brainstorming, future directions, HCI, architecture exploration | visionary |
| PKM, review rituals, habit systems, life domain integration, personal OS design | personal-os |
| Research, documentation lookup, codebase exploration (read-only) | researcher |